The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for MapReduce skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MapReduce over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
MapReduce
UK / Scotland
Rank 132 162 152
Rank change year-on-year +30 -10  
Permanent jobs citing MapReduce 9 3 8
As % of all permanent IT jobs advertised in Scotland 0.39% 0.10% 0.26%
As % of the Processes & Methodologies category 0.43% 0.11% 0.29%
Number of salaries quoted 5 3 7
Median salary £87,500 £40,000 £40,000
Median salary % change year-on-year +118.75% -  
UK excluding London median salary £75,000 £57,500 £56,250
% change year-on-year +30.43% +2.22%  

MapReduce is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2101 2659 2772
As % of all permanent IT job vacancies advertised in Scotland 91.39% 90.53% 89.07%
Number of salaries quoted 1317 1716 1690
Median salary £45,000 £46,000 £44,000
Median salary % change year-on-year -2.17% +4.54%  
90% offered a salary of more than £32,500 £32,000 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

MapReduce
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing MapReduce as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for MapReduce in Scotland

MapReduce
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MapReduce in Scotland.

Salary trend for MapReduce in Scotland

MapReduce
Salary Histogram in Scotland

The salary distribution of IT jobs citing MapReduce in Scotland over the 3 months to 27 March 2017.

Salary histogram for MapReduce in Scotland

MapReduce
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapReduce within the Scotland region over the 3 months to 27 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh - 9 £87,500 - 4
MapReduce
UK

MapReduce
Top 30 Related IT Skills in Scotland

For the 6 months to 27 March 2017, IT jobs citing MapReduce also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for MapReduce.

1 14 (100.00%) Hadoop
1 14 (100.00%) Apache Hive
2 13 (92.86%) Analytics
2 13 (92.86%) HDFS
3 12 (85.71%) Big Data
4 8 (57.14%) Apache Pig
5 7 (50.00%) Sqoop
5 7 (50.00%) Oozie
6 6 (42.86%) Hadoop YARN
6 6 (42.86%) Cloudera
6 6 (42.86%) Finance
6 6 (42.86%) Unix
6 6 (42.86%) Python
7 4 (28.57%) Apache Spark
7 4 (28.57%) Kafka
7 4 (28.57%) Project Management
7 4 (28.57%) Retail
7 4 (28.57%) Business Intelligence
8 3 (21.43%) MicroStrategy
8 3 (21.43%) ETL
8 3 (21.43%) SAS
8 3 (21.43%) Data Modelling
8 3 (21.43%) SQL Server
8 3 (21.43%) Business Analysis
8 3 (21.43%) High Availability
8 3 (21.43%) HBase
8 3 (21.43%) Spanish Language
8 3 (21.43%) Data Flow Diagram
8 3 (21.43%) Cloudera CDH
8 3 (21.43%) Data Analytics

MapReduce
Top Related IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (57.14%) Apache Pig
2 4 (28.57%) Apache Spark
3 3 (21.43%) SAS
Cloud Services
1 1 (7.14%) Amazon AWS
1 1 (7.14%) Amazon EMR
1 1 (7.14%) Cloud Computing
Database & Business Intelligence
1 14 (100.00%) Apache Hive
1 14 (100.00%) Hadoop
2 12 (85.71%) Big Data
3 7 (50.00%) Sqoop
4 3 (21.43%) Cloudera CDH
4 3 (21.43%) HBase
4 3 (21.43%) SQL Server
5 1 (7.14%) Data Mining
5 1 (7.14%) Data Warehouse
5 1 (7.14%) NoSQL
General
1 6 (42.86%) Finance
2 4 (28.57%) Retail
3 3 (21.43%) Spanish Language
Job Titles
1 5 (35.71%) Architect
1 5 (35.71%) Big Data Architect
1 5 (35.71%) Data Architect
2 4 (28.57%) Hadoop Architect
3 3 (21.43%) Business Intelligence Lead
3 3 (21.43%) Hadoop Engineer
4 1 (7.14%) Administrator
4 1 (7.14%) Analyst
4 1 (7.14%) Hadoop Administrator
4 1 (7.14%) Hadoop Specialist
4 1 (7.14%) Infrastructure Engineer
4 1 (7.14%) Service Analyst
4 1 (7.14%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (28.57%) Kafka
2 1 (7.14%) Web Services
Miscellaneous
1 1 (7.14%) Analytical Skills
Operating Systems
1 6 (42.86%) Unix
2 2 (14.29%) Linux
2 2 (14.29%) Red Hat Enterprise Linux
Processes & Methodologies
1 13 (92.86%) Analytics
2 4 (28.57%) Business Intelligence
2 4 (28.57%) Project Management
3 3 (21.43%) Business Analysis
3 3 (21.43%) Data Analytics
3 3 (21.43%) Data Flow Diagram
3 3 (21.43%) Data Modelling
3 3 (21.43%) ETL
3 3 (21.43%) High Availability
4 2 (14.29%) Change Management
5 1 (7.14%) Business Development
5 1 (7.14%) Dashboard Development
Programming Languages
1 6 (42.86%) Python
2 1 (7.14%) Shell Script
System Software
1 13 (92.86%) HDFS
Systems Management
1 7 (50.00%) Oozie
2 6 (42.86%) Hadoop YARN
Vendors
1 6 (42.86%) Cloudera
2 3 (21.43%) MicroStrategy
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
Dundee, Angus
Harvey Nash plc
Salary: Competitive Salary and Excellent Benefits
Posted: 6 days ago
Edinburgh
TDA Group
Salary: £80000 - £100000 per annum + Bonus & Benefits
Posted: 17 days ago
Edinburgh
TDA Group
Salary: £60000 - £75000 per annum + Bonus & Benefits
Posted: 17 days ago